Post by Anushka Shivam

CSE Dept, MIMIT Malout(IKGPTU)

I worked on a Data Science project analyzing Unemployment Analysis ๐Ÿ“Š using Python ๐Ÿ. The project involved cleaning and exploring data ๐Ÿงน, visualizing trends across regions and over time ๐Ÿ“ˆ, and identifying patterns in unemployment rates ๐Ÿ“‰. I analyzed regional disparities ๐Ÿ—บ and observed the impact of major events like COVID-19 ๐Ÿฆ . Using libraries like Pandas, NumPy, Matplotlib and Datetime ๐Ÿ› , I created insightful visualizations including time series plots and regional comparisons ๐ŸŒŸ. The project helped uncover meaningful insights ๐Ÿ’ก to support data-driven decisions. @CodeAlpha & #CodeAlpha

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